Question: Root Node Split is on X 3 ( based on Gini Impurity ) How next split is decided ?

Root Node Split is on X3(based on Gini Impurity)
How next split is decided ?
Root Node Split is on X3(based on Gini Impurity) How next

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

Imagine you are working on a machine learning model to predict whether or not a loan should be approved based on certain customer attributes. You decide to use a decision tree classifier for this...

Q:

This dataset contains information on 3 0 0 individuals who applied for a loan, with 1 0 0 approved and 2 0 0 rejected. To predict loan approval, we will consider two variables: salary and number of...

Q:

18. (10) We seek to predict multivariate responses y; = (yu1, . . ., yik)T E RK for some K 2 2 based on predictor variables x;. Our training data consists of {y, x} , and we suppose that yij are all...

Q:

Suppose that you are developing a decision tree where the root node (parent node) has 50 data points with 20 corresponding to "Yes" and 30 corresponding to "No" class of the target variable. You...

Q:

Intervals Intervals are extents of time or one-dimensional space. They form the basis of many applications such as appointment calendars, geographic information systems, and graphics programs. For...

Q:

1 Introduction Images in this specification are from Carl Kingsford s lectures on KD - Trees You have now seen several ADTs in Python that manage collections of ob - jects, like stacks, trees and...

Q:

Given the following training data for regression (f(x) ) and classification (Class( x) ) tasks. a) Build a decision tree for regression (i.e., a regression tree; ff. slide 32 of the decision tree...

Q:

Given the following training data for regression (f(x) ) and classification (Class( x) ) tasks. a) Build a decision tree for regression (i.e., a regression tree; ff. slide 32 of the decision tree...

Q:

space. You can use a kd - tree to store a collection of points on a plane or in 1 higher - dimensional space. In this assignment, you ll be building a kd - tree to store data about municipal trees...

Q:

Please answer Both 2. (10 pt.s) Use the given table as a training data set dataset to develop a decision to determine if a patient is sick with a disease based on the presence or absence of the three...

Q:

If an IPv4 address is given out every tenth of a second, how many years until all the IPv4 addresses are exhausted? If an IPv6 address is given out every second, how many years until all the IPv6...

Q:

Carlton Company had the following stock outstanding and retained earnings at December 31, 2011: Common stock (par $1; outstanding, 500,000 shares) $500,000 Preferred stock, 8% (par $10; outstanding,...

Q:

Question 3 5 You are auditing Green Corporation for the calendar year 2 0 2 3 . Among other items related to the audit, Green Corporatio personal injury resulting from the malfunction of one of their...

Q:

On January 1, 2020, French Company acquired 60 percent of K-Tech Company for $306,000 when K-Techs book value was $406,000. The fair value of the newly comprised 40 percent noncontrolling interest...

Q:

KEY QUESTION Assume that in a particular year the natural rate of unemployment is 5 percent and the actual rate of unemployment is 9 percent. Use Okuns law to determine the size of the GDP gap in...

Q:

KEY QUESTION Complete the following table: a. Show the consumption and saving schedules graphically. b. Find the break-even level of income. Explain how it is possible for households to dissave at...

Q:

LAST WORD What is the central economic idea humorously illustrated in Art Buchwalds piece, Squaring the Economic Circle? How does the central idea relate to recessions, on the one hand, and vigorous...